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In the last months I played around with Gemini... and then build a simple strategy for Basis stock-trading... as a professional I knew that all the public Funds have to publish their top-ten holdings,,,sometime you find in the paper all the holdings... sop I thought why spending 5% plus for buying something I can do myself... so I told Gemini give me the the Top 5 of the three top ETF of f.e. the cleantech/green area... so I had 15 shares...a few double...so changed that with the next on the list...with this 15 share I played around to see if I can beat the etf... so we made some backtestings...and... the result was about 20-50% plus compared to the etf...depending on the startdate...simple reason...I didnt invest on the slow-performers...MSCSI World has 150 shares about...I just had the top 5... then i expanded to an active investstyle... told AI to exchange every three months the 5 five low-performer... this brought the real results... and at no extra costs... then I thought... lets see if it works with other areas too... so I tested it against military/security etf...worked too...against basic funds like S&P 500/MSCSI World etc...worked also... only in the area of ETFs on Southamerica failed... the best example I got with an high-risk-fund on IT/Chips/AI...originally had 800% ...my system brought up to 1600%...as I limited the drawdowns throught the exchange-parameter... So it has proven that AI gives you the ability to do your financial investments better than the high-paid "Fund-managers"

(Updated) I thought this might be useful because a lot of people want to “build with AI” but don’t have a security background — and safety talk often turns into either fear… or vague theory. This is neither. This is a simple, repeatable checklist you can copy into your project and run every time (like a pre-flight check). If you can follow a recipe, you can follow this. When to run it Run this checklist: - Before you launch - After any new feature - After any security news/alert - Once per month as a quick maintenance habit 🔒 Guardrails 101 (Copy/Paste Template) Project name: Owner (who is accountable): Where it’s hosted (platform): Last checked (date): 1) What are we building? (1–2 lines) - AI feature(s): - What users can do with it: 2) Data & privacy (what touches what) - What data is used? (none / basic / personal / sensitive) - Where is it stored? - Who can access it? Rule: If personal data is involved → minimize it and document why it’s needed. 3) Secrets & access (high priority) - ✅ 2FA enabled on: email / GitHub / hosting / admin dashboards - ✅ API keys stored safely (not in chats, screenshots, or public repos) - ✅ Least access: only people who need it have it - ✅ “Rotate keys” plan exists (where/how) 4) Updates & patching (boring but essential) - Dependencies/framework updated: ✅ / ❌ (date) - Hosting/platform updates: ✅ / ❌ - If a critical alert happens: who patches within 24–48h? 5) Monitoring (can we see problems early?) - Logs enabled: ✅ / ❌ - Alerts enabled for suspicious activity / errors: ✅ / ❌ - Who receives alerts? 6) Abuse & misuse (what could go wrong?) Quick answers: - Most likely misuse case: - Nightmare scenario (1 sentence): “If this goes wrong, the worst thing is…” - How we reduce it (rate limits / permissions / filters): - What we will NOT allow the AI to do: 7) Kill-switch & rollback (must-have) - Can we disable the AI feature quickly? ✅ / ❌ - Where is the “off switch”? - How do we roll back changes?

Where do I go to see the class schedule for the AI Amplifier Club? I see a schedule for the Bootcamp, but not the Amplifier Club. I know that the last session was on Monday, two weeks ago. Please advise? 🙏🏽